Kanghong Shao , Yu Yu , Beate Ritz , Kimberly C. Paul , the Alzheimer's Disease Neuroimaging Initiative (ADNI)
{"title":"累积铅暴露与认知障碍的 DNA 甲基化生物标志物","authors":"Kanghong Shao , Yu Yu , Beate Ritz , Kimberly C. Paul , the Alzheimer's Disease Neuroimaging Initiative (ADNI)","doi":"10.1016/j.envres.2024.120304","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><div>Recent evidence suggests that cumulative low-level lead exposure has adverse effects on cognitive function in the elderly. To date, the few studies that have measured bone lead exposure relied on K-X-ray fluorescence (KXRF), methods that are mostly unavailable in large community-based studies. Here, we employ a methylation-based estimation method for bone and blood lead in the Alzheimer's Disease Neuroimaging Initiative (ADNI) cohort.</div></div><div><h3>Methods</h3><div>Tibia, patella, and blood lead levels were estimated using blood DNA methylation (DNAm) biomarkers in 625 participants from the ADNI cohort. Cognitive function was assessed using the Montreal Cognitive Assessment (MoCA). Longitudinal analyses were conducted using linear mixed-effect regression models. Participants had different years of baseline (2010–2014) and follow-up visits (2014–2015).</div></div><div><h3>Results</h3><div>DNAm derived tibia and patella lead levels were negatively associated with MoCA scores throughout follow-up, while DNAm derived blood lead level was not associated with MoCA scores. On average, we observed lower MoCA scores with increasing DNAm tibia lead (per interquartile range (IQR): β = −0.23; 95% CI: −0.44, −0.03) and DNAm patella lead, albeit the latter was weaker (per IQR: β = −0.19; 95% CI: −0.41, 0.04). When stratifying by gender, women showed a stronger decrease in cognitive function with increasing DNAm tibia lead (per IQR β = −0.34; 95% CI: −0.65, −0.04) than men (per IQR β = −0.15; 95% CI: −0.42, 0.13). The estimated decrease in MoCA scores per DNAm tibia lead IQR increase was stronger among participants with one or two APOE4 alleles (per IQR β = −0.37; 95% CI: −0.74, −0.01) than those with zero alleles (per IQR β = −0.14; 95% CI: −0.38, 0.10).</div></div><div><h3>Conclusion</h3><div>These findings strengthen the evidence that cumulative long-term lead exposure levels are associated with decreased cognitive function in the elderly, especially among women and carriers of one or two APOE4 alleles. These findings based on whole blood methylation data corroborate previous epidemiologic studies that used KXRF for measuring bone lead.</div></div>","PeriodicalId":312,"journal":{"name":"Environmental Research","volume":"264 ","pages":"Article 120304"},"PeriodicalIF":7.7000,"publicationDate":"2024-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"DNA methylation biomarkers for cumulative lead exposures and cognitive impairment\",\"authors\":\"Kanghong Shao , Yu Yu , Beate Ritz , Kimberly C. Paul , the Alzheimer's Disease Neuroimaging Initiative (ADNI)\",\"doi\":\"10.1016/j.envres.2024.120304\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background</h3><div>Recent evidence suggests that cumulative low-level lead exposure has adverse effects on cognitive function in the elderly. To date, the few studies that have measured bone lead exposure relied on K-X-ray fluorescence (KXRF), methods that are mostly unavailable in large community-based studies. Here, we employ a methylation-based estimation method for bone and blood lead in the Alzheimer's Disease Neuroimaging Initiative (ADNI) cohort.</div></div><div><h3>Methods</h3><div>Tibia, patella, and blood lead levels were estimated using blood DNA methylation (DNAm) biomarkers in 625 participants from the ADNI cohort. Cognitive function was assessed using the Montreal Cognitive Assessment (MoCA). Longitudinal analyses were conducted using linear mixed-effect regression models. Participants had different years of baseline (2010–2014) and follow-up visits (2014–2015).</div></div><div><h3>Results</h3><div>DNAm derived tibia and patella lead levels were negatively associated with MoCA scores throughout follow-up, while DNAm derived blood lead level was not associated with MoCA scores. On average, we observed lower MoCA scores with increasing DNAm tibia lead (per interquartile range (IQR): β = −0.23; 95% CI: −0.44, −0.03) and DNAm patella lead, albeit the latter was weaker (per IQR: β = −0.19; 95% CI: −0.41, 0.04). When stratifying by gender, women showed a stronger decrease in cognitive function with increasing DNAm tibia lead (per IQR β = −0.34; 95% CI: −0.65, −0.04) than men (per IQR β = −0.15; 95% CI: −0.42, 0.13). The estimated decrease in MoCA scores per DNAm tibia lead IQR increase was stronger among participants with one or two APOE4 alleles (per IQR β = −0.37; 95% CI: −0.74, −0.01) than those with zero alleles (per IQR β = −0.14; 95% CI: −0.38, 0.10).</div></div><div><h3>Conclusion</h3><div>These findings strengthen the evidence that cumulative long-term lead exposure levels are associated with decreased cognitive function in the elderly, especially among women and carriers of one or two APOE4 alleles. These findings based on whole blood methylation data corroborate previous epidemiologic studies that used KXRF for measuring bone lead.</div></div>\",\"PeriodicalId\":312,\"journal\":{\"name\":\"Environmental Research\",\"volume\":\"264 \",\"pages\":\"Article 120304\"},\"PeriodicalIF\":7.7000,\"publicationDate\":\"2024-11-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Environmental Research\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0013935124022114\",\"RegionNum\":2,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENVIRONMENTAL SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Environmental Research","FirstCategoryId":"93","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0013935124022114","RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
DNA methylation biomarkers for cumulative lead exposures and cognitive impairment
Background
Recent evidence suggests that cumulative low-level lead exposure has adverse effects on cognitive function in the elderly. To date, the few studies that have measured bone lead exposure relied on K-X-ray fluorescence (KXRF), methods that are mostly unavailable in large community-based studies. Here, we employ a methylation-based estimation method for bone and blood lead in the Alzheimer's Disease Neuroimaging Initiative (ADNI) cohort.
Methods
Tibia, patella, and blood lead levels were estimated using blood DNA methylation (DNAm) biomarkers in 625 participants from the ADNI cohort. Cognitive function was assessed using the Montreal Cognitive Assessment (MoCA). Longitudinal analyses were conducted using linear mixed-effect regression models. Participants had different years of baseline (2010–2014) and follow-up visits (2014–2015).
Results
DNAm derived tibia and patella lead levels were negatively associated with MoCA scores throughout follow-up, while DNAm derived blood lead level was not associated with MoCA scores. On average, we observed lower MoCA scores with increasing DNAm tibia lead (per interquartile range (IQR): β = −0.23; 95% CI: −0.44, −0.03) and DNAm patella lead, albeit the latter was weaker (per IQR: β = −0.19; 95% CI: −0.41, 0.04). When stratifying by gender, women showed a stronger decrease in cognitive function with increasing DNAm tibia lead (per IQR β = −0.34; 95% CI: −0.65, −0.04) than men (per IQR β = −0.15; 95% CI: −0.42, 0.13). The estimated decrease in MoCA scores per DNAm tibia lead IQR increase was stronger among participants with one or two APOE4 alleles (per IQR β = −0.37; 95% CI: −0.74, −0.01) than those with zero alleles (per IQR β = −0.14; 95% CI: −0.38, 0.10).
Conclusion
These findings strengthen the evidence that cumulative long-term lead exposure levels are associated with decreased cognitive function in the elderly, especially among women and carriers of one or two APOE4 alleles. These findings based on whole blood methylation data corroborate previous epidemiologic studies that used KXRF for measuring bone lead.
期刊介绍:
The Environmental Research journal presents a broad range of interdisciplinary research, focused on addressing worldwide environmental concerns and featuring innovative findings. Our publication strives to explore relevant anthropogenic issues across various environmental sectors, showcasing practical applications in real-life settings.